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Fact-Checking

976 directly classified papers

Papers per year

Papers

Assessing Automated Fact-Checking for Medical LLM Responses with Knowledge Graphs AAAI 2026
Factuality Evaluation Using Reasoning and World Modeling AAAI 2026
Auto-BenchmarkCard: Automated Synthesis of Benchmark Documentation AAAI 2026
Evaluating the Factuality of Large Language Models Using Multiple Plug-and-Play Fact Sources AAAI 2026
Pushing the Frontiers of Scientific Fact-Checking: The SCINLP Dataset EACL 2026
COMMUNITYNOTES: A Dataset for Exploring the Helpfulness of Fact-Checking Explanations EACL 2026
Deloitte (Drocks) at the Financial Misinformation Detection Challenge Task: Enhancing Misinformation Detection through Instruction-Tuned Models COLING 2025
NLP_CIMAT at SemEval-2025 Task 3: Just Ask GPT or look Inside. A prompt and Neural Networks Approach to Hallucination Detection ACL 2025
UMUTeam at SemEval-2025 Task 7: Multilingual Fact-Checked Claim Retrieval with XLM-RoBERTa and Self-Alignment Pretraining Strategy ACL 2025
Aletheia: Detect, Discuss, and Stay Informed on Fake News IJCAI 2025
Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review ACL 2025
Winning ClimateCheck: A Multi-Stage System with BM25, BGE-Reranker Ensembles, and LLM-based Analysis for Scientific Abstract Retrieval ACL 2025
Capybara at the Financial Misinformation Detection Challenge Task: Chain-of-Thought Enhanced Financial Misinformation Detection COLING 2025
Duluth at SemEval-2025 Task 7: TF-IDF with Optimized Vector Dimensions for Multilingual Fact-Checked Claim Retrieval ACL 2025
From RAG to Reality: Coarse-Grained Hallucination Detection via NLI Fine-Tuning ACL 2025
Dunamu ML at the Financial Misinformation Detection Challenge Task: Improving Supervised Fine-Tuning with LLM-based Data Augmentation COLING 2025
SemQA: Evaluating Evidence with Question Embeddings and Answer Entailment for Fact Verification ACL 2025
AQuAECHR: Attributed Question Answering for European Court of Human Rights ACL 2025
Veracity: An Open-Source AI Fact-Checking System IJCAI 2025
1-800-SHARED-TASKS at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains COLING 2025
From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMs COLING 2025
Attention with Dependency Parsing Augmentation for Fine-Grained Attribution ACL 2025
HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims ACL 2025
TUM-MiKaNi at SemEval-2025 Task 3: Towards Multilingual and Knowledge-Aware Non-factual Hallucination Identification ACL 2025
𝒜3: Automatic Alignment Framework for Attributed Text Generation ACL 2025